The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jan. 07, 2014

Filed:

May. 28, 2010
Applicants:

Antonio Criminisi, Cambridge, GB;

Jamie Daniel Joseph Shotton, Cambridge, GB;

Andrew Fitzgibbon, Cambridge, GB;

Toby Sharp, Cambridge, GB;

Matthew Darius Cook, Cambridge, GB;

Inventors:

Antonio Criminisi, Cambridge, GB;

Jamie Daniel Joseph Shotton, Cambridge, GB;

Andrew Fitzgibbon, Cambridge, GB;

Toby Sharp, Cambridge, GB;

Matthew Darius Cook, Cambridge, GB;

Assignee:

Microsoft Corporation, Redmond, WA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/34 (2006.01);
U.S. Cl.
CPC ...
Abstract

Foreground and background image segmentation is described. In an example, a seed region is selected in a foreground portion of an image, and a geodesic distance is calculated from each image element to the seed region. A subset of the image elements having a geodesic distance less than a threshold is determined, and this subset of image elements are labeled as foreground. In another example, an image element from an image showing at least a user, a foreground object in proximity to the user, and a background is applied to trained decision trees to obtain probabilities of the image element representing one of these items, and a corresponding classification assigned to the image element. This is repeated for each image element. Image elements classified as belonging to the user are labeled as foreground, and image elements classified as foreground objects or background are labeled as background.


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